ArticleCognitive neurodynamics2013
Investigation of EEG abnormalities in the early stage of Parkinson's disease.
Article in Cognitive neurodynamics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 1 of them a synthesis that pooled it.
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Who cites it
49 citing papers in PubMed, 1 synthesis or guideline pooled it, 166 citations in OpenAlex.
- Alpha Power and Functional Connectivity in Cognitive Decline: A Systematic Review and Meta-Analysis.Journal of Alzheimer's disease : JAD · 2020Pooled it
- Trial
- Alterations in non-REM sleep and EEG spectra precede REM-sleep deficits in a model of synucleinopathy.Journal of Parkinson's disease · 2025Article
- Article
- Indicators of Parkinsonian Visual Hallucinations: Enhanced Beta and Gamma Coherence.Noro psikiyatri arsivi · 2025Article
- Case Report: Practical approach to differentiating juvenile parkinsonism of genetic cause and drug-induced parkinsonism in adolescents: a case series and literature review.Frontiers in genetics · 2025Article
- Modeling of whole brain sleep electroencephalogram using deep oscillatory neural network.Frontiers in neuroinformatics · 2025Article
- Why so slow? Models of parkinsonian bradykinesia.Nature reviews. Neuroscience · 2024Review
- Sex differences in sleep architecture in a mouse model of Huntington's disease.Journal of neuroscience research · 2024Article
- Entropy-Based Machine Learning Model for Fast Diagnosis and Monitoring of Parkinson's Disease.Sensors (Basel, Switzerland) · 2023Article
- Consumer-Grade Electroencephalogram and Functional Near-Infrared Spectroscopy Neurofeedback Technologies for Mental Health and Wellbeing.Sensors (Basel, Switzerland) · 2023Review
- Article
- Spatio-Temporal Fractal Dimension Analysis from Resting State EEG Signals in Parkinson's Disease.Entropy (Basel, Switzerland) · 2023Article
- Electrocortical Dynamics of Usual Walking and the Planning to Step over Obstacles in Parkinson's Disease.Sensors (Basel, Switzerland) · 2023Article
- A Review of Skin-Wearable Sensors for Non-Invasive Health Monitoring Applications.Sensors (Basel, Switzerland) · 2023Review
- Evaluation of Parkinson's disease early diagnosis using single-channel EEG features and auditory cognitive assessment.Frontiers in neurology · 2023Article
- Adaptation strategies and neurophysiological response in early-stage Parkinson's disease: BioVRSea approach.Frontiers in human neuroscience · 2023Article
- Detection of Parkinson's disease from EEG signals using discrete wavelet transform, different entropy measures, and machine learning techniques.Scientific reports · 2022Article
- Functional Brain Dysconnectivity in Parkinson's Disease: A 5-Year Longitudinal Study.Movement disorders : official journal of the Movement Disorder Society · 2022Article
- Analysis of complexity in the EEG activity of Parkinson's disease patients by means of approximate entropy.GeroScience · 2022Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The objective of the present study was to investigate brain activity abnormalities in the early stage of Parkinson's disease (PD). To achieve this goal, eyes-closed resting state electroencephalography (EEG) signals were recorded from 15 early-stage PD patients and 15 age-matched healthy controls. The AR Burg method and the wavelet packet entropy (WPE) method were used to characterize EEG signals in different frequency bands between the groups, respectively. In the case of the AR Burg method, an increase of relative powers in the δ- and θ-band, and a decrease of relative powers in the α- and β-band were observed for patients compared with controls. For the WPE method, EEG signals from patients showed significant higher entropy over the global frequency domain. Furthermore, WPE in the γ-band of patients was higher than that of controls, while WPE in the δ-, θ-, α- and β-band were all lower. All of these changes in EEG dynamics may represent early signs of cortical dysfunction, which have potential use as biomarkers of PD in the early stage. Our findings may be further used for early intervention and early diagnosis of PD.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.